Tibebu KalebGenerative AI Engineer
I build production-ready AI systems and intelligent products using Generative AI, large language models, Retrieval-Augmented Generation (RAG), AI agents, machine learning, and cloud-native technologies.
Introduction
About Me
I’m an AI Engineer focused on building production-ready intelligent systems and AI-powered products. I work across Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), AI agents, machine learning, and intelligent APIs.
With a foundation in software engineering and Electrical and Computer Engineering, I take a systems-oriented approach to building scalable and reliable AI solutions. I enjoy turning ideas into working products that connect models, data, software, and infrastructure.
AI Engineer
Specializing in Generative AI, LLMs, RAG, AI agents, and machine learning systems.
Systems Builder
Combining software engineering, cloud infrastructure, and networking to build reliable systems.
Continuous Learner
Exploring emerging AI technologies and turning knowledge into practical projects and solutions.
Metrics
Achievements
10+
AI & Software Systems Built
2+
Years in AI & Engineering Practice
1st
Huawei ICT National Winner
3rd
Huawei ICT Global Finalist
Expertise
Technical
Generative AI & LLM Engineering
Building production-ready AI applications with large language models, Retrieval-Augmented Generation, and autonomous AI agents.
Machine Learning & Data
Developing machine learning models, NLP systems, vector search solutions, and scalable data pipelines.
Backend & AI Infrastructure
Engineering and deploying scalable backend services and production infrastructure for AI applications.
Frontend & AI Product Engineering
Building modern, responsive interfaces and complete software products around AI-powered systems.
Human Skills
Soft Skills
Technical Communication
Explaining complex AI, software, and infrastructure concepts clearly to both technical and non-technical stakeholders.
Problem Solving
Breaking down complex challenges into practical engineering solutions with clear and measurable outcomes.
Continuous Learning
Continuously developing expertise across Generative AI, machine learning, cloud infrastructure, and software engineering.
Leadership & Collaboration
Driving successful outcomes through technical ownership, mentorship, teamwork, and cross-functional collaboration.
Portfolio
Featured Projects
What I Do
Services
Generative AI Engineering
Build production-ready AI applications powered by large language models, Retrieval-Augmented Generation (RAG), AI agents, vector databases, and modern AI infrastructure.
AI Product Development
Turn AI ideas into production-ready products, from AI-powered MVPs and APIs to intelligent SaaS platforms, automation workflows, and scalable applications.
ML & Data Solutions
Transform data into predictive models, analytics, and machine learning systems that uncover insights, automate decisions, and support better business outcomes.
AI Career Mentoring
Help aspiring AI engineers develop practical skills, build portfolio-ready projects, strengthen their engineering foundations, and create a clear path into the AI industry.
Career Path
Work Experience
AI & Data Engineering Trainee
10 Academy, Ethiopia
- Delivered 6+ production-ready ML and Generative AI systems using MLflow, DVC, and version-controlled workflows.
- Increased RAG response relevance by integrating vector search (FAISS/ChromaDB) with contextual LLM prompting.
- Improved fraud model recall by applying SMOTE and advanced feature engineering techniques for minority-class detection.
- Reduced deployment time for AI models by containerizing FastAPI inference services with Docker.
Technical Sales Engineer
ALKAN CIT, Ethiopia
- Increased enterprise solution adoption across 5+ client deployments for networking, cybersecurity, and cloud systems.
- Shortened pre-sales cycle time by leading 13+ technical demos and high-level architecture sessions.
- Designed scalable infrastructure aligned with compute, storage, and security growth requirements.
- Improved client independence by delivering structured technical training to enterprise teams.
Cloud Operations Intern
Huawei, Ethiopia
- Reduced disaster recovery time by approximately 90% by optimizing automated cloud recovery workflows.
- Assisted in the design of compute, storage, and networking architectures following high-availability best practices.
- Increased operational efficiency by supporting automation strategies for cloud monitoring and incident response.
Credentials
Certifications
Kifiya AI Mastery
10 Academy
Addis Ababa,Ethiopia
Full Stack Development
Evangadi
Maryland, USA
Huawei ICT – Global Final
Huawei
Shenzhen,China
Huawei ICT – National Final
Huawei
Addis Ababa,Ethiopia
Writing
Latest Insights
Understanding RAG Architectures
A practical breakdown of Retrieval-Augmented Generation and production considerations.
Evaluating LLM Applications
Precision, recall, hallucination control, and evaluation strategies.
Recommendations
Testimonials
"I had the opportunity to closely observe Tibebu's technical growth, work ethic, and professional attitude at the KAIM program. Throughout the program, Tibebu consistently demonstrated exceptional dedication, analytical thinking, and technical capability. He showed strong proficiency in applying machine learning concepts, building data pipelines, and working on practical AI-driven solutions."
"I had the pleasure of mentoring Tibebu Kaleb during the Kifiya AI Mastery Intensive Program. He consistently demonstrated strong dedication, curiosity, and rapid growth in AI and machine learning. Tibebu quickly grasped new concepts, approached challenges with persistence, and was proactive in his learning. He took ownership of his work and consistently delivered high-quality projects on time."
"Tibebu demonstrated a strong interest in AI, quickly grasped new concepts, and approached challenges with persistence and focus. He was proactive in his learning, highly receptive to feedback, and showed a clear commitment to continuous improvement. He also took strong ownership of his work, consistently delivering high-quality projects on time. His positive attitude and reliability make him a valuable addition."
"I work closely with Tibebu Kaleb at ALKAN CIT and can confidently say he is a strong and reliable team member. Tibebu consistently delivers quality work on time and approaches challenges with a practical, solution-oriented mindset. He communicates clearly, collaborates well with the team, and takes ownership of his responsibilities."
